
专利/著作权证书
双层网络中意见动态建模程序 2023 年
俄罗斯计算机软件著作权登记证书 编号:2023661532
基于卷积神经网络的在线新闻分类系统 2018 年
中国计算机软件著作权登记证书 编号:2831192
开源项目
ShapG | python · 特征重要性算法 · 中心性度量
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基于 Shapley 值的特征重要性算法 Python 包。
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该包还可用于计算图中的中心性。
新闻分类 | python · 自然语言处理 · CNN · 文本分类
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基于卷积神经网络的在线新闻分类系统。
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该项目在 2018 年全国计算机设计大赛中获得省级三等奖。
技能
编程语言:Python · C/C++ · Go · Matlab/Octave · Julia · R · SQL · L
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机器学习库:Tensorow · PyTorch · Keras · Scikit-Learn
开发工具:Git · Docker · 谷歌云平台
操作系统:Windows · MacOS · Arch Linux
语言能力:中文(母语),英语(流利)
研究兴趣
图算法 · 中心性度量 · 机器学习 · 可解释人工智能 · 概率论 · 统计学
数据压缩 · 编码理论 · 时间序列分析 · 优化 · 随机建模 · 随机过程
精选论文
1. Zhao C., Liu J., Parilina E. M. Complete-to-Sparse: A Novel Graph Construction Strategy for Ecient ShapG //
Mathematical Optimization Theory and Operations Research. – Cham : Springer Nature Switzerland. – 2025. – P.
180–194.
2. Zhao C., Liu J., Parilina E. M. ShapG: new feature importance method based on the Shapley value // Engineering
Applications of Articial Intelligence. – 2025. – May. – Vol. 148, 110409. (Q1, IF: 8.0)
3. Zhao C., Parilina E. M. Centrality measures and opinion dynamics in two-layer networks with replica nodes //
Computers and Operations Research. – 2025. – (accepted, in print). (Q1, IF: 4.3)
4. Zhao C., Parilina E. M. Analysis of consensus time and winning rate in two-layer networks with hypocrisy of
dierent structures // Vestnik of Saint Petersburg University. Applied Mathematics. Computer Science. Control
Processes. – 2024. – Vol. 20, no. 2. – P. 170-192.
5. Zhao C., Parilina E. M. Opinion Dynamics in Two-Layer Networks with Hypocrisy // Journal of the Operations
Research Society of China. – 2024. – Mar. – Vol. 12, no. 1. – P. 109-132. (Q2)
6. Zhao C., Parilina E. M. Network Structure Properties and Opinion Dynamics in Two-Layer Networks with
Hypocrisy // Mathematical Optimization Theory and Operations Research. – Cham : Springer Nature Switzerland. –
2024. – P. 300-314.
7. Zhao C., Parilina E. M. Consensus time and winning rate based on simulations in two-layer networks with hypocrisy
// 2023 7th Scientic School Dynamics of Complex Networks and their Applications (DCNA). – 2023. – P. 68-71.
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X 源码: github.com/vectorsss/cv | 网页版: cv.zhaochi.ru/cn